Supplement S2. Effect of temperature on growth-irradiance parameters for all experiments used in the analyses. For each species alpha, mumax, and

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1 Supplement S2. Effect of temperature on growth-irradiance parameters for all experiments used in the analyses. For each species alpha, mumax, and Iopt are plotted vs. temperature, with plots for the three traits stacked vertically. The fitted curve and confidence band are from a GAM, which is provided solely as a visual aid.

2 Acutodesmus obliquus 3 1 Ankistrodesmus falcatus Ceratium furca Chaetoceros calcitrans Chlorella vulgaris 3 1 Closterium parvulum Acutodesmus obliquus Ankistrodesmus falcatus Ceratium furca Chaetoceros calcitrans Chlorella vulgaris Closterium parvulum Ankistrodesmus falcatus 0 Ceratium furca 105 Chaetoceros calcitrans Chlorella vulgaris Anabaena cylindrica Asterionella formosa 5 0 Ceratium fusus - Chaetoceros deflandrei 8 Chroococcus minutus 3 1 Coelastrum microporum Anabaena cylindrica Asterionella formosa Ceratium fusus Chaetoceros deflandrei 1.8 Chroococcus minutus Coelastrum microporum Anabaena cylindrica 110 Asterionella formosa Ceratium fusus Chaetoceros deflandrei Coelastrum microporum

3 4 Coelastrum microporum f. astroidea 5 0 Coscinodiscus granii Cosmarium subprotumidum Cryptomonas 979_67 Dactyliosolen fragilissimus 3 1 Dictyosphaerium pulchellum Coelastrum microporum f. astroidea Coscinodiscus granii Cosmarium subprotumidum Cryptomonas 979_67 Dactyliosolen fragilissimus Dictyosphaerium pulchellum Coelastrum microporum f. astroidea Coscinodiscus granii 3 2 Cosmarium subprotumidum 1 1 Cryptomonas 979_67 Dactyliosolen fragilissimus 0 Dictyosphaerium pulchellum Corethron criophilum Coscinodiscus wailesii Cryptomonas 979_ Cylindrotheca closterium 4 2 Diacronema lutheri Eucampia zodiacus Corethron criophilum Coscinodiscus wailesii Cryptomonas 979_ Cylindrotheca closterium Diacronema lutheri Eucampia zodiacus Cryptomonas 979_ Cylindrotheca closterium 95 Diacronema lutheri

4 3 1 Fragilaria bidens Leptocylindricus danicus Microcystis flos-aquae 8 35 Monoraphidium contortum Nannochloropsis oceanica Fragilaria bidens - Leptocylindricus danicus Microcystis flos-aquae Monoraphidium contortum Nannochloropsis oceanica Fragilaria bidens Isochrysis galbana 8 - Micractinium pusillum Microcystis ichthyoblabe 4 2 Monoraphidium minutum 4 Nitzschia cylindrus Isochrysis galbana Micractinium pusillum Microcystis ichthyoblabe Monoraphidium minutum Nitzschia cylindrus Micractinium pusillum 2 Microcystis ichthyoblabe 0 0 Monoraphidium minutum

5 3 1-1 Nitzschia kerguelensis 4 Ochromonas sp Pediastrum boryanum Phaeodactylum tricornutum Pseudodidymocystis planctonica Nitzschia kerguelensis Ochromonas sp. Pediastrum boryanum 1.3 Phaeodactylum tricornutum Pseudodidymocystis planctonica Ochromonas sp. Pediastrum boryanum Nitzschia turgiduloides Oocystella mongolica Phaeocystis pouchetii Pseudochattonella farcimen Rhizosolenia fragilissima Nitzschia turgiduloides Oocystella mongolica Phaeocystis pouchetii Pseudochattonella farcimen Rhizosolenia fragilissima Nitzschia turgiduloides Pseudochattonella farcimen Rhizosolenia fragilissima

6 Rhodomonas salina Scenedesmus quadricauda 4 Skeletonema costatum 0 - Synechocystis minima Tetraselmis sp. 8 Thalassiosira curviseriata Rhodomonas salina Scenedesmus quadricauda Skeletonema costatum Synechocystis minima Tetraselmis sp. Thalassiosira curviseriata Scenedesmus quadricauda Synechocystis minima 1 Tetraselmis sp Scenedesmus crassus Selenastrum minutum Staurastrum pingue 4 2 Synura sphagnicola - Thalassiosira allenii Scenedesmus crassus 1.8 Selenastrum minutum Staurastrum pingue Synura sphagnicola Thalassiosira allenii Scenedesmus crassus 2 Selenastrum minutum Staurastrum pingue Synura sphagnicola

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